[mlpack-git] [mlpack/mlpack] parallel sgd (#603)

[ranjan]

yes you are right! It is a lot slower than it could be. one of the main reason is, for each iteration we are checking the tolerance. Until the checking is done all the threads are stalling. It would be good if we check the tolerance  after some particular iteration(may be number of function). 


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